A hybrid quantum-classical generative adversarial networks algorithm based on inherited layerwise learning with circle-connectivity circuit

DOI10.1007/s11128-022-03719-yOpenAlexW4308748039MaRDI QIDQ2102798

Jiaojiao Zhao, Wen-Jie Liu, Qingshan Wu

Publication date: 9 December 2022

Published in: Quantum Information Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11128-022-03719-y

zbMATH Keywords

quantum generative adversarial networksbarren plateau problemcircle-connectivity circuitinherited layerwise learningvariational quantum circuits

Mathematics Subject Classification ID

Quantum information, communication, networks (quantum-theoretic aspects) (81P45)

Related Items (1)

ILL-QGAN

Uses Software

• UCI-ml
• GitHub
• IntU
• PennyLane

Cites Work

• Quantum generative adversarial network for generating discrete distribution
• Perceptual Adversarial Networks for Image-to-Image Transformation

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